How real projects configure their agents

44,931 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
6BNBN/FlowPilot Describe a requirement and automatically split tasks, write code with parallel agents, res 136 Claude Code 1 364 tok
luongnv89/sleek-ui luongnv.com The Unsplash of design systems for AI agents — re-skin your app with one URL 136 Claude Code, Codex, OpenCode 3 1,276 tok
AetherHeart-AI/Aeloon Aeloon Agent 136 Claude Code, Codex, OpenCode 2 2,187 tok
scidsg/hushline hushline.app Anonymous, end-to-end encrypted tip lines and chat for organizations and individuals. 136 Codex, OpenCode 1 2,590 tok
kitchen-engineer42/Anything2Ontology Turn basically anything into a workspace ready for app-building. 136 Claude Code 1 3,321 tok
AndrewAltimit/template-repo andrewaltimit.github.io Agent orchestration & security template featuring MCP tool building, agent2agent workflows 136 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,284 tok
airbytehq/airbyte-agent-sdk airbyte.com 🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems 136 Claude Code 4 —
try-works/recursive-mode recursive-mode.dev Recursive workflow for agentic engineering. Like Factory Missions but properly recursive, 136 Codex, OpenCode 1 1,719 tok
z80dev/lemon z80.wtf BEAM-native platform for LLM agents: OTP-supervised per-run processes, pluggable engines a 136 Claude Code, Codex, OpenCode 4 2,499 tok
RobZombie9043/es-de-companion A dual-screen companion app for ES-DE that displays dynamic game artwork and provides an i 136 Claude Code 1 15,631 tok
edxeth/pi-subagents Pi multi-agent framework for power users: background/foreground agents, sync/async coordin 136 Codex, OpenCode 1 1,487 tok
robertguss/claude-code-toolkit robertguss.github.io A collection of custom skills that extend Claude's capabilities with specialized workflows 136 Claude Code 1 617 tok
AgentToolkit/altk-evolve agenttoolkit.github.io Self improving agents through iterations 136 Codex, OpenCode 1 1,057 tok
highkay/tencent-ima-copilot-mcp tencent-ima-copilot-mcp 136 Claude Code 1 1,412 tok
neilberkman/ccrider Search, browse, and resume your Claude Code sessions. Fast. 136 Codex, OpenCode 1 1,552 tok
madarco/ragrabbit ragrabbit.com Open Source, Self-Hosted, AI Search and LLM.txt for your website 135 Cursor 1 1,453 tok
lkmeta/txtify txtify.lkmeta.com Web application that converts audio and video to text using AI, supporting various formats 135 Claude Code 5 1,549 tok
johnpapa/heroes-react papa-heroes-react.azurewebsites.net Tour of Heroes app written with React 135 Codex, GitHub Copilot, OpenCode 2 3,478 tok
johnpapa/shopathome shopathome.dev Choose from Angular, React, Svelte, and Vue applications with an Azure Functions API, that 135 Codex, GitHub Copilot, OpenCode 2 3,893 tok
Guepard-Corp/qwery-core agent.qwery.run The Boring query platform - Connect and query anything 135 Codex, OpenCode 1 1,904 tok
AlexAI-MCP/hermes-CCC Hermes Agent ported to Claude Code Channel — 46 native skills, no OAuth, no external proce 135 Claude Code 1 561 tok
Koomook/fastcampus-ai-agent-vibecoding FastCampus AI Agent & Vibe Coding Course Materials 135 Claude Code 9 —
flightlesstux/prompt-caching prompt-caching.ai Automatic prompt caching for Claude Code. Cuts token costs by up to 90% on repeated file r 135 Claude Code 1 1,508 tok
wanaku-ai/wanaku wanaku.ai Wanaku Governed Action Proxy for AI Agents 135 Claude Code, Codex, OpenCode 4 3,216 tok
popmechanic/VibesOS install.vibesos.com A GUI for Claude Code that makes it easy to vibe code simple, un-hackable apps 135 Claude Code 1 2,855 tok
ulises-jeremias/dotfiles ulises-jeremias.github.io HorneroConfig is a comprehensive dotfiles framework, tailored for seamless customization o 135 Codex, OpenCode 1 358 tok
NikiforovAll/github-copilot-rules nikiforovall.blog A collection of GitHub Copilot AI customizations and Best Practices 135 GitHub Copilot 4 7,204 tok
terranc/claude-telegram-bot-bridge A lightweight Telegram bot that bridges Claude Code to any local folder, with autostart su 135 Claude Code 2 1,883 tok
benseverndev-oss/goldenmatch docs.bensevern.dev Zero-config entity resolution feeding a durable identity layer: messy records from any sou 135 Claude Code, Codex, OpenCode 2 6,674 tok
OpenYabby/OpenYabby openyabby.com Voice-driven multi-agent assistant — Realtime API + CLI runners + multi-channel orchestrat 135 Claude Code, Codex, OpenCode 2 9,284 tok
pnp/cli-microsoft365-mcp-server npmjs.com Manage Microsoft 365 using MCP server 135 Claude Code, Codex 2 —
zifeo/lade Temporary access to secrets and private networks for one command, then gone. Same wrap for 135 Claude Code, Codex, Cursor, OpenCode 9 1,604 tok
ricocc/ricoui-saas-template ricofast.pages.dev A design-led SaaS template for Astro by ricoui 135 Claude Code 1 1,842 tok
webflow/webflow-skills Official Webflow Agent Skills 135 Claude Code, Codex, OpenCode 2 821 tok
Amplicode/spring-skills Amplicode Agent Tools 135 Claude Code 1 272 tok
sixb-ai/sixb docs.sixb.ai Open-source TypeScript framework for building operational software used by humans and AI a 135 Codex, OpenCode 1 3,796 tok
xuzhougeng/ScientificFigureLibrary sfl.bio Local-first MCP App for scientific figures. Import, review, and publish a global library o 135 Codex, OpenCode 1 1,271 tok
bitsocialnet/5chan 5chan.app A decentralized 4chan alternative. 135 Claude Code, Codex, OpenCode 33 3,047 tok
joachimchauvet/modernstack-saas modernstack-saas.com A modern SaaS template/boilerplate built with SvelteKit, Convex, Better Auth, and shadcn-s 134 Claude Code, Codex, OpenCode 2 748 tok
vaneenige/monochrome-ui Accessible UI component library. Best performance out of the box. HTML first, React and Vu 134 Codex, OpenCode 1 6,031 tok
ibuilder/massing massing.build Open, self-hosted, IFC-native AEC platform: web BIM viewer + modeling, a ~100-module GC po 134 Claude Code, Codex, OpenCode 9 12,117 tok
agentailor/fullstack-langgraph-nextjs-agent Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP 134 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,467 tok
librae8226/nexus4cc Your Claude Code, Everywhere. 134 Claude Code, Codex, OpenCode 9 2,523 tok
Azure-Samples/remote-mcp-functions-dotnet This is a quickstart template to easily build and deploy a custom remote MCP server to the 134 GitHub Copilot 1 329 tok
JamsusMaximus/codemap Real-time pixel-art visualization of Agent (Cursor & Claude Code) activity 134 Claude Code 1 2,933 tok
kangraemin/claude-inspector Claude Code Prompt Mechanism Visualizer — Electron desktop app 134 Claude Code 6 409 tok
huseyinstif/oculos If it's on the screen, it's an API. Control any desktop app via REST + MCP. Rust. 134 Codex, OpenCode 1 3,121 tok
zabbix-community/helm-zabbix artifacthub.io Helm chart for Zabbix 134 Claude Code, Codex 2 2,961 tok
psu-efd/pyHMT2D Python Hydraulic Modeling Tools - 2D 134 Claude Code, Codex, OpenCode 11 2,924 tok
aws-samples/sample-spec-driven-presentation-maker 134 Claude Code, Codex, Kiro, OpenCode 7 8,444 tok